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ai-model-lifecycle-index

R0· no sign-in

Cross-vendor AI model lifecycle: status, sunset dates, and migration targets, source-cited.

v0.1.0 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality79good
Trust94of 100
Uptime, 30 days97%
Latency p50177 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "ai-model-lifecycle-index": {
      "type": "http",
      "url": "https://lifecycle.oscar-lopez.com/mcp"
    }
  }
}
claude mcp add --transport http ai-model-lifecycle-index https://lifecycle.oscar-lopez.com/mcp
[mcp_servers.ai-model-lifecycle-index]
url = "https://lifecycle.oscar-lopez.com/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ai-model-lifecycle-index": {
      "type": "remote",
      "url": "https://lifecycle.oscar-lopez.com/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "ai-model-lifecycle-index": {
      "type": "http",
      "url": "https://lifecycle.oscar-lopez.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=ai-model-lifecycle-index&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbGlmZWN5Y2xlLm9zY2FyLWxvcGV6LmNvbS9tY3AifQ%3D%3D"
}
{
  "servers": {
    "ai-model-lifecycle-index": {
      "type": "http",
      "url": "https://lifecycle.oscar-lopez.com/mcp"
    }
  }
}
{
  "mcpServers": {
    "ai-model-lifecycle-index": {
      "httpUrl": "https://lifecycle.oscar-lopez.com/mcp"
    }
  }
}
extensions:
  "ai-model-lifecycle-index":
    enabled: true
    name: "ai-model-lifecycle-index"
    type: streamable_http
    uri: "https://lifecycle.oscar-lopez.com/mcp"
    timeout: 300

Quality 79 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2024-11-05; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_model_lifecycle_all (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); model_lifecycle (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); is_model_live (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 306 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

4 tools, about 306 tokens to load them all · tool set febc06685969 · checked 2026-10-20 21:18 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 94 / 100

provenance90
liveness99
freshness85
hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-97% ~updated-32d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://lifecycle.oscar-lopez.com/mcp streamable-httpnoneyes97%177 ms2024-11-052026-10-20

Tools (4)

get_model_lifecycle_allFull cross-vendor lifecycle export (all tracked models). Free during the public preview; metered via x402 when live.
is_model_liveFREE. Fast check of whether an AI model is still callable, plus its sunset date and days remaining. Use before depending on a model at runtime.
model_lifecycleFREE. Lifecycle of one AI model: status (active/preview/deprecated/retired), release/deprecation/shutdown dates, days until shutdown, recommended migration target, and the official source URL.
upcoming_deprecationsFREE. AI models being shut down within the next N days across OpenAI, Anthropic, Google, and Amazon Bedrock, with migration targets. Default 90 days.

Schemas: list_tools.

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More from io.github.oscarlopez-gif

Official server.json
{
  "name": "io.github.oscarlopez-gif/ai-model-lifecycle-index",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-07-09/server.schema.json",
  "remotes": [
    {
      "url": "https://lifecycle.oscar-lopez.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "0.1.0",
  "repository": {
    "url": "https://github.com/oscarlopez-gif/ai-model-lifecycle-index",
    "source": "github"
  },
  "websiteUrl": "https://data.oscar-lopez.com/model-lifecycle",
  "description": "Cross-vendor AI model lifecycle: status, sunset dates, and migration targets, source-cited."
}